Mourad Gridach

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 20

Top Topics

Sentiment Analysis

Named Entity Recognition

Character N Grams

Top Venues

Nat. Lang. Eng.

Publications

Mourad Gridach, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
D2ANET: Densely Attentional-Aware Network for First Trimester Ultrasound CRL and NT Segmentation. ISBI (2023)
Mourad Gridach, Elizaveta Savochkina, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction. ASMUS@MICCAI (2022)
Mourad Gridach, Irina Voiculescu
Dopnet: Densely Oriented Pooling Network For Medical Image Segmentation. ISBI (2021)
Mourad Gridach
PyDiNet: Pyramid Dilated Network for medical image segmentation. Neural Networks 140 (2021)
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. 70 (2021)
Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
Syntax-ignorant N-gram embeddings for dialectal Arabic sentiment analysis. Nat. Lang. Eng. 27 (3) (2021)
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
A translational pathway of deep learning methods in GastroIntestinal Endoscopy. CoRR (2020)
Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
Empirical evaluation of leveraging named entities for arabic sentiment analysis. Int. Arab J. Inf. Technol. 17 (2) (2020)
Mourad Gridach, Irina Voiculescu
OXENDONET: A Dilated Convolutional Neural Networks For Endoscopic Artefact Segmentation. EndoCV@ISBI (2020)
Mourad Gridach
Hybrid deep neural networks for recommender systems. Neurocomputing 413 (2020)
Mourad Gridach
A framework based on (probabilistic) soft logic and neural network for NLP. Appl. Soft Comput. 93 (2020)
Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of Arabic Dialects. WANLP@ACL 2019 (2019)
Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis. CoRR (2019)
Mourad Gridach, Hatem Haddad, Hala Mulki
Empirical Evaluation of Word Representations on Arabic Sentiment Analysis. ICALP (2017)
Mourad Gridach
Character-level neural network for biomedical named entity recognition. J. Biomed. Informatics 70 (2017)
Mourad Gridach, Hatem Haddad, Hala Mulki
Churn Identification in Microblogs using Convolutional Neural Networks with Structured Logical Knowledge. NUT@EMNLP (2017)
Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets. SemEval@ACL (2017)
Mourad Gridach, Hatem Haddad
Arabic Named Entity Recognition: A Bidirectional GRU-CRF Approach. CICLing (1) (2017)
Mourad Gridach
Deep Learning Approach for Arabic Named Entity Recognition. CICLing (1) (2016)
Mourad Gridach
Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media. WSSANLP@COLING (2016)
Mourad Gridach, Nouredine Chenfour
Developing a New Approach for Arabic Morphological Analysis and Generation CoRR (2011)
Mourad Gridach, Nouredine Chenfour
An XML Approach of Coding a Morphological Database for Arabic Language. Adv. Hum. Comput. Interact. 2011 (2011)